Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V | W _ _add_feature() (Sample method) _cache (_LazyDatasets attribute) (_LazySamples attribute) _check_names() (in module plaid.containers.utils) _default_active_base (SampleMeshes attribute) _default_active_time (SampleMeshes attribute) _default_active_zone (SampleMeshes attribute) _extra_data (Sample attribute) _feature_is_flattened (Stats attribute) _HF_REPOS (in module plaid.examples.config) _infos (Dataset attribute) _LazyDatasets (class in plaid.examples.dataset) _LazySamples (class in plaid.examples.sample) _links (SampleMeshes attribute) _load_dataset() (_LazyDatasets method) (_LazySamples method) _load_from_dir_() (Dataset method) (ProblemDefinition method) _load_number_of_samples_() (Dataset static method) _make_example() (in module plaid.examples.dataset) (in module plaid.examples.sample) _mesh_base_name (SampleMeshes attribute) _mesh_zone_name (SampleMeshes attribute) _paths (SampleMeshes attribute) _process_field_data() (Stats method) _process_scalar_data() (Stats method) _process_time_series_data() (Stats method) _read_index() (in module plaid.containers.utils) _read_index_array() (in module plaid.containers.utils) _read_index_range() (in module plaid.containers.utils) _samples (Dataset attribute) _save_to_dir_() (Dataset method) (ProblemDefinition method) _split (ProblemDefinition attribute) _stats (Stats attribute), [1] _task (ProblemDefinition attribute) _update_statistics() (Stats method) A add() (SampleScalars method) add_dataset() (Stats method) add_features_from_tabular() (Dataset method) add_field() (Sample method) (SampleMeshes method) add_in_feature_identifier() (ProblemDefinition method) add_in_features_identifiers() (ProblemDefinition method) add_info() (Dataset method) add_infos() (Dataset method) add_input_field_name() (ProblemDefinition method) add_input_fields_names() (ProblemDefinition method) add_input_mesh_name() (ProblemDefinition method) add_input_meshes_names() (ProblemDefinition method) add_input_scalar_name() (ProblemDefinition method) add_input_scalars_names() (ProblemDefinition method) add_input_timeseries_name() (ProblemDefinition method) add_input_timeseries_names() (ProblemDefinition method) add_out_feature_identifier() (ProblemDefinition method) add_out_features_identifiers() (ProblemDefinition method) add_output_field_name() (ProblemDefinition method) add_output_fields_names() (ProblemDefinition method) add_output_mesh_name() (ProblemDefinition method) add_output_meshes_names() (ProblemDefinition method) add_output_scalar_name() (ProblemDefinition method) add_output_scalars_names() (ProblemDefinition method) add_output_timeseries_name() (ProblemDefinition method) add_output_timeseries_names() (ProblemDefinition method) add_sample() (Dataset method) add_samples() (Dataset method) (OnlineStatistics method) (Stats method) add_scalar() (Sample method) add_tabular_scalars() (Dataset method) add_time_series() (Sample method) add_to_dir() (Dataset method) add_tree() (SampleMeshes method) aggregate_stats() (in module plaid.utils.stats) Array (in module plaid.types.common) ArrayDType (in module plaid.types.common) AUTHORIZED_FEATURE_INFOS (in module plaid.constants) AUTHORIZED_FEATURE_TYPES (in module plaid.constants) AUTHORIZED_INFO_KEYS (in module plaid.constants) AUTHORIZED_TASKS (in module plaid.constants) AVAILABLE_EXAMPLES (in module plaid.examples) B binary_search() (in module plaid.utils.interpolation) binary_search_vectorized() (in module plaid.utils.interpolation) C CGNS_ELEMENT_NAMES (in module plaid.constants) CGNS_FIELD_LOCATIONS (in module plaid.constants) CGNSLink (in module plaid.types.cgns_types) CGNSNode (class in plaid.types.cgns_types) CGNSPath (in module plaid.types.cgns_types) CGNSTree (in module plaid.types.cgns_types) check_completeness() (Sample method) check_feature_completeness() (Dataset method) check_features_size_homogeneity() (in module plaid.containers.utils) check_features_type_homogeneity() (in module plaid.containers.utils) children (CGNSNode attribute) clear_statistics() (Stats method) ColumnTransformer (class in plaid.pipelines.plaid_blocks) commit_id (in module plaid._version) compute_metrics() (in module plaid.post.metrics) compute_R2() (in module plaid.post.metrics) compute_rRMSE_RMSE() (in module plaid.post.metrics) copy() (Dataset method) (Sample method) create_string_for_huggingface_dataset_card() (in module plaid.bridges.huggingface_bridge) D data (SampleMeshes attribute) (SampleScalars attribute) Dataset (class in plaid.containers.dataset) datasets (in module plaid.examples.dataset) del_all_fields() (Sample method) del_base() (SampleMeshes method) del_field() (Sample method) (SampleMeshes method) del_sample() (Dataset method) del_samples() (Dataset method) del_scalar() (Sample method) del_time_series() (Sample method) del_tree() (SampleMeshes method) del_zone() (SampleMeshes method) deprecated() (in module plaid.utils.deprecation) deprecated_argument() (in module plaid.utils.deprecation) deprecated_builtin (in module plaid.utils.deprecation) DeprecatedError E extract_dataset_from_identifier() (Dataset method) extract_sample_from_identifier() (Sample method) F Feature (in module plaid.types.feature_types) FeatureIdentifier (class in plaid.types.feature_types) Field (in module plaid.types.feature_types) filter_in_features_identifiers() (ProblemDefinition method) filter_input_fields_names() (ProblemDefinition method) filter_input_meshes_names() (ProblemDefinition method) filter_input_scalars_names() (ProblemDefinition method) filter_input_timeseries_names() (ProblemDefinition method) filter_out_features_identifiers() (ProblemDefinition method) filter_output_fields_names() (ProblemDefinition method) filter_output_meshes_names() (ProblemDefinition method) filter_output_scalars_names() (ProblemDefinition method) filter_output_timeseries_names() (ProblemDefinition method) fit() (ColumnTransformer method) (TransformedTargetRegressor method) (WrappedSklearnRegressor method) (WrappedSklearnTransformer method) fit_transform() (ColumnTransformer method) flatten_array() (OnlineStatistics method) from_features_identifier() (Dataset method) (Sample method) from_list_of_samples() (Dataset class method) from_tabular() (Dataset method) G generate_huggingface_description() (in module plaid.bridges.huggingface_bridge) generate_random_ASCII() (in module plaid.utils.base) get() (SampleScalars method) get_2Darray_from_homogeneous_identifiers() (in module plaid.pipelines.sklearn_block_wrappers) get_all_features_identifiers() (Dataset method) (Sample method) get_all_features_identifiers_by_type() (Dataset method) (Sample method) get_all_indices() (ProblemDefinition method) get_all_mesh_times() (SampleMeshes method) get_available_statistics() (Stats method) get_base() (SampleMeshes method) get_base_assignment() (SampleMeshes method) get_base_names() (in module plaid.utils.cgns_helper) (SampleMeshes method) get_elements() (SampleMeshes method) get_feature_from_identifier() (Dataset method) (Sample method) get_feature_from_string_identifier() (Dataset method) (Sample method) get_feature_type_and_details_from() (in module plaid.containers.utils) get_features_from_identifiers() (Dataset method) (Sample method) get_field() (Sample method) (SampleMeshes method) get_field_names() (Dataset method) (Sample method) (SampleMeshes method) get_in_features_identifiers() (ProblemDefinition method) get_infos() (Dataset method) get_input_fields_names() (ProblemDefinition method) get_input_meshes_names() (ProblemDefinition method) get_input_scalars_names() (ProblemDefinition method) get_input_timeseries_names() (ProblemDefinition method) get_links() (SampleMeshes method) get_mesh() (Sample method) (SampleMeshes method) get_names() (SampleScalars method) get_nodal_tags() (SampleMeshes method) get_nodes() (Sample method) (SampleMeshes method) get_number_of_samples() (in module plaid.containers.utils) get_out_features_identifiers() (ProblemDefinition method) get_output_fields_names() (ProblemDefinition method) get_output_meshes_names() (ProblemDefinition method) get_output_scalars_names() (ProblemDefinition method) get_output_timeseries_names() (ProblemDefinition method) get_physical_dim() (SampleMeshes method) get_points (SampleMeshes attribute) get_sample_ids() (Dataset method) (in module plaid.containers.utils) get_samples() (Dataset method) get_scalar() (Sample method) get_scalar_names() (Dataset method) (Sample method) get_scalars_to_tabular() (Dataset method) get_split() (ProblemDefinition method) get_stats() (OnlineStatistics method) (Stats method) get_tabular_from_homogeneous_identifiers() (Dataset method) get_tabular_from_stacked_identifiers() (Dataset method) get_task() (ProblemDefinition method) get_time_assignment() (SampleMeshes method) get_time_series() (Sample method) get_time_series_names() (Dataset method) (Sample method) get_time_values() (in module plaid.utils.cgns_helper) get_topological_dim() (SampleMeshes method) get_vertices (SampleMeshes attribute) get_zone() (SampleMeshes method) get_zone_assignment() (SampleMeshes method) get_zone_names() (SampleMeshes method) get_zone_type() (SampleMeshes method) H has_base() (SampleMeshes method) has_duplicates_feature_ids() (in module plaid.containers.utils) has_zone() (SampleMeshes method) huggingface_dataset_to_plaid() (in module plaid.bridges.huggingface_bridge) huggingface_description_to_problem_definition() (in module plaid.bridges.huggingface_bridge) I in_features_identifiers (ProblemDefinition attribute) (WrappedSklearnRegressor attribute) (WrappedSklearnTransformer attribute) in_fields_names (ProblemDefinition attribute) in_meshes_names (ProblemDefinition attribute) in_scalars_names (ProblemDefinition attribute) in_timeseries_names (ProblemDefinition attribute) IndexType (in module plaid.types.common) init_base() (Sample method) (SampleMeshes method) init_tree() (SampleMeshes method) init_zone() (Sample method) (SampleMeshes method) initialize_dataset_with_tabular_data() (in module plaid.utils.init_with_tabular) inverse_transform() (ColumnTransformer method) (WrappedSklearnRegressor method) (WrappedSklearnTransformer method) is_dvipng_available() (in module plaid.post.bisect) L label (CGNSNode attribute) link_tree() (Sample method) load() (Dataset method) (ProblemDefinition class method) (Sample method) load_from_dir() (Dataset class method) (Sample class method) load_from_file() (Dataset class method) M max (OnlineStatistics attribute) mean (OnlineStatistics attribute) merge_dataset() (Dataset method) merge_dataset_by_features() (Dataset class method) merge_features() (Dataset method) (Sample method) merge_stats() (OnlineStatistics method) (Stats method) meshes (Sample attribute) min (OnlineStatistics attribute) mmd_subsample_fn() (in module plaid.utils.split) model_config (Sample attribute) model_post_init() (Sample method) module plaid plaid._version plaid.bridges plaid.bridges.huggingface_bridge plaid.constants plaid.containers plaid.containers.dataset plaid.containers.features plaid.containers.features.meshes plaid.containers.features.scalars plaid.containers.sample plaid.containers.utils plaid.examples plaid.examples.config plaid.examples.dataset plaid.examples.sample plaid.pipelines plaid.pipelines.plaid_blocks plaid.pipelines.sklearn_block_wrappers plaid.post plaid.post.bisect plaid.post.metrics plaid.problem_definition plaid.types plaid.types.cgns_types plaid.types.common plaid.types.feature_types plaid.types.sklearn_types plaid.utils plaid.utils.base plaid.utils.cgns_helper plaid.utils.deprecation plaid.utils.init_with_tabular plaid.utils.interpolation plaid.utils.split plaid.utils.stats N n_features (OnlineStatistics attribute) n_points (OnlineStatistics attribute) n_samples (OnlineStatistics attribute) name (CGNSNode attribute) NotAllowedError O OnlineStatistics (class in plaid.utils.stats) out_features_identifiers (ProblemDefinition attribute) (WrappedSklearnRegressor attribute) (WrappedSklearnTransformer attribute) out_fields_names (ProblemDefinition attribute) out_meshes_names (ProblemDefinition attribute) out_scalars_names (ProblemDefinition attribute) out_timeseries_names (ProblemDefinition attribute) P path (Sample attribute) piece_wise_linear_interpolation() (in module plaid.utils.interpolation) piece_wise_linear_interpolation_vectorized() (in module plaid.utils.interpolation) piece_wise_linear_interpolation_vectorized_with_map() (in module plaid.utils.interpolation) piece_wise_linear_interpolation_with_map() (in module plaid.utils.interpolation) plaid module plaid._version module plaid.bridges module plaid.bridges.huggingface_bridge module plaid.constants module plaid.containers module plaid.containers.dataset module plaid.containers.features module plaid.containers.features.meshes module plaid.containers.features.scalars module plaid.containers.sample module plaid.containers.utils module plaid.examples module plaid.examples.config module plaid.examples.dataset module plaid.examples.sample module plaid.pipelines module plaid.pipelines.plaid_blocks module plaid.pipelines.sklearn_block_wrappers module plaid.post module plaid.post.bisect module plaid.post.metrics module plaid.problem_definition module plaid.types module plaid.types.cgns_types module plaid.types.common module plaid.types.feature_types module plaid.types.sklearn_types module plaid.utils module plaid.utils.base module plaid.utils.cgns_helper module plaid.utils.deprecation module plaid.utils.init_with_tabular module plaid.utils.interpolation module plaid.utils.split module plaid.utils.stats module plaid_dataset_to_huggingface() (in module plaid.bridges.huggingface_bridge) plaid_dataset_to_huggingface_datasetdict() (in module plaid.bridges.huggingface_bridge) plaid_generator_to_huggingface() (in module plaid.bridges.huggingface_bridge) plaid_generator_to_huggingface_datasetdict() (in module plaid.bridges.huggingface_bridge) plaid_transformers (ColumnTransformer attribute) plot_bisect() (in module plaid.post.bisect) predict() (TransformedTargetRegressor method) (WrappedSklearnRegressor method) prepare_datasets() (in module plaid.post.bisect) prepare_metrics_for_split() (in module plaid.post.metrics) pretty_metrics() (in module plaid.post.metrics) print_infos() (Dataset method) ProblemDefinition (class in plaid.problem_definition) process_sample() (in module plaid.containers.dataset) R regressor (TransformedTargetRegressor attribute) remove() (SampleScalars method) S safe_len() (in module plaid.utils.base) Sample (class in plaid.containers.sample) SampleMeshes (class in plaid.containers.features.meshes) samples (in module plaid.examples.sample) SampleScalars (class in plaid.containers.features.scalars) save() (Dataset method) (Sample method) Scalar (in module plaid.types.feature_types) scalars (Sample attribute) score() (TransformedTargetRegressor method) Self (in module plaid.bridges.huggingface_bridge) (in module plaid.containers.dataset) (in module plaid.containers.sample) (in module plaid.problem_definition) set_default_base() (Sample method) set_default_time() (Sample method) set_default_zone_base() (Sample method) set_infos() (Dataset method) set_meshes() (SampleMeshes method) set_nodes() (Sample method) (SampleMeshes method) set_points (SampleMeshes attribute) set_sample() (Dataset method) set_samples() (Dataset method) set_split() (ProblemDefinition method) set_task() (ProblemDefinition method) set_vertices (SampleMeshes attribute) ShapeError show_cgns_tree() (in module plaid.utils.cgns_helper) show_tree() (Sample method) (SampleMeshes method) sklearn_block (WrappedSklearnRegressor attribute) (WrappedSklearnTransformer attribute) SklearnBlock (in module plaid.types.sklearn_types) split_dataset() (in module plaid.utils.split) Stats (class in plaid.utils.stats) std (OnlineStatistics attribute) streamed_huggingface_dataset_to_plaid() (in module plaid.bridges.huggingface_bridge) summarize() (Sample method) summarize_cgns_tree() (in module plaid.utils.cgns_helper) summarize_features() (Dataset method) T time_series (Sample attribute) TimeSequence (in module plaid.types.feature_types) TimeSeries (in module plaid.types.feature_types) to_plaid_sample() (in module plaid.bridges.huggingface_bridge) transform() (ColumnTransformer method) (WrappedSklearnRegressor method) (WrappedSklearnTransformer method) TransformedTargetRegressor (class in plaid.pipelines.plaid_blocks) transformer (TransformedTargetRegressor attribute) U update_features_from_identifier() (Dataset method) (Sample method) V value (CGNSNode attribute) var (OnlineStatistics attribute) version (in module plaid._version) version_tuple (in module plaid._version) W WrappedSklearnRegressor (class in plaid.pipelines.sklearn_block_wrappers) WrappedSklearnTransformer (class in plaid.pipelines.sklearn_block_wrappers)